Time Series Analysis

Semesterproject - GEO880 Comuptational Movement analysis - spring semester 2022

Time series forecasting with multiple seasonality.

Explorations on seasonality: sunrise/sunset, birth, traveling waves

Doing predictions of sales for Qatar-based user. Used timeseries, seasonal decomposition and sentiment analysis. Goal was to visualize sales, find connections between hundreds of independent variables and sales and to make the sales of the company and make them better.

Taxi demand forecasting for the next hour , given historical data, as well as calendar signs, previous values, and a moving average.

This project is to analyze and compare Airbnb listing price in Boston and Seattle, to find any trends, and to identify what factors affect the Airbnb listing price.

A real world data analysis and time series forecasting using FB Prophet #3

Time series forecasting techniques to predict TESLA's stock price

MACHINE LEARNING AND DEEP LEARNING

Прогнозирование спроса на такси

Final Project for a Mathematical Biology course

App: Hodrick–Prescott filter for seasonality decomposition with Microsoft stock price time series data.

Analysis of seasonal habitat-use patterns of Aldabra giant tortoises of Aldabra Atoll, Seychelles using temporary emigration models.

Seasonal decomposition of time-series (classical, STL) for gretl

A website and PWA for helping people enjoy eating locally, seasonally and sustainably, starting with a focus in Brussels.

Analyze trends and forecast daily revenues.

"Panier de saison" est une application Web destinée à tous. Elle a pour but de proposer la liste des fruits et légumes disponible (de saison) à la vente mois par mois.

Time series analysis based on Berlin-Templehof area’s historical data of daily temperature, taking into account trend and seasonality issues. Produced a 3-day forecast with only 4% error